AI-Driven Knowledge Base /

A leading Alberta construction firm needed a unified knowledge platform for field crews and office personnel. The goal: eliminate fragmented documentation, accelerate on‑boarding, and improve safety compliance through intelligent, context‑aware delivery.

Company Size:

[ 100+ Employees ]

Location:

[ Alberta - Canada ]

Business Challenge /

Critical safety protocols, training materials, and operational guides were scattered across paper copies, legacy systems, and disparate digital repositories. Field crews with basic mobile access and engineers requiring detailed desktop content could not be served by a single platform, resulting in delays, safety risks, and redundant inquiries.

Realizing The Need for Change /

Escalating regulatory pressure and a commitment to workplace safety demanded real-time, reliable access to procedures across all roles and devices. Management recognized that manual document handling was limiting efficiency and inflating training costs.

What We Did /

We deployed an AI-driven knowledge hub with multi-channel delivery and dynamic personalization to serve diverse workforce needs.

Dandy™ Knowledge Hub /

We deployed a centralized platform that aggregates process documents, safety logs, equipment manuals, and HR databases using private, on-premise LLMs (Qwen 3). Built-in OCR digitizes legacy paper manuals while anonymization protects sensitive information.

Multi-Channel Delivery Engine /

We built a deterministic routing layer that delivers information via web, mobile, or SMS based on user context. Field personnel receive concise SMS alerts while engineers access detailed desktop portals — without requiring multiple applications.

Dynamic Context Tuning Engine /

The system adapts responses by role, device, and location in real time using Dandy's dynamic context engine. Continuous feedback loops and observability dashboards track resolution times and content gaps for rapid refinement.

Requirements /

The specific technology solutions we offer that were meticulously selected and implemented to address the challenges they faced

AI Agents

AI Workflows

Company Portal

Web Application

Data Integration

Private Compute

Our Value /

The technological advantages our client gained from our assistive and scalable technological interventions.

Reduction in Document Retrieval Time

The system achieved a 20% reduction in time spent searching for documents. Field crews receive immediate SMS answers, eliminating wait times and outdated paper reliance.

Compliance Training Savings

Projections indicate 15% annual savings in compliance retraining costs through faster access to current procedures and accelerated time-to-competency for new hires.

The Finished Product/

The solution unified fragmented knowledge into a single AI-driven hub delivering context-relevant information across web, mobile, and SMS. Operational gains include faster document retrieval, reduced training costs, and improved safety compliance. The modular architecture supports future expansion while preserving data privacy through on-premise processing, empowering the workforce with reliable, scalable knowledge access.

Technologies Used /

The technologies used in this project

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